Electroencephalography (EEG) has been employed by researchers in different experimental domains, regarding emotion recognition, motor imagery, mental workload, seizure detection and sleep [1]}, mainly because it is non-invasive, has recently been embedded in low-cost devices [2]}, produces a signal with high temporal resolution [3]}, and its data bring intrinsic brain information.
